{"id":"https://openalex.org/W4200372824","doi":"https://doi.org/10.1145/3486218","title":"On the Aggression Diffusion Modeling and Minimization in Twitter","display_name":"On the Aggression Diffusion Modeling and Minimization in Twitter","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4200372824","doi":"https://doi.org/10.1145/3486218"},"language":"en","primary_location":{"id":"doi:10.1145/3486218","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486218","pdf_url":null,"source":{"id":"https://openalex.org/S131231701","display_name":"ACM Transactions on the Web","issn_l":"1559-1131","issn":["1559-1131","1559-114X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on the Web","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015823981","display_name":"Marinos Poiitis","orcid":"https://orcid.org/0000-0002-9810-2907"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Marinos Poiitis","raw_affiliation_strings":["Aristotle University of Thessaloniki, Kalamaria, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki, Kalamaria, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002623428","display_name":"Athena Vakali","orcid":"https://orcid.org/0000-0002-0666-6984"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Athena Vakali","raw_affiliation_strings":["Aristotle University of Thessaloniki, Kalamaria, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki, Kalamaria, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049671186","display_name":"Nicolas Kourtellis","orcid":"https://orcid.org/0000-0002-5674-1698"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nicolas Kourtellis","raw_affiliation_strings":["Telefonica Research, Catalonia, Spain"],"affiliations":[{"raw_affiliation_string":"Telefonica Research, Catalonia, Spain","institution_ids":["https://openalex.org/I4210134591"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015823981"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":0.3894,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61204178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"16","issue":"1","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aggression","display_name":"Aggression","score":0.8817548751831055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7003821134567261},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5557526350021362},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4982476234436035},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4286084473133087},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.4261718690395355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3817281126976013},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32064491510391235},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20333853363990784},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19944211840629578},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.18237417936325073},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1638219952583313}],"concepts":[{"id":"https://openalex.org/C2779448149","wikidata":"https://www.wikidata.org/wiki/Q191797","display_name":"Aggression","level":2,"score":0.8817548751831055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7003821134567261},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5557526350021362},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4982476234436035},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4286084473133087},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.4261718690395355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3817281126976013},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32064491510391235},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20333853363990784},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19944211840629578},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.18237417936325073},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1638219952583313},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3486218","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486218","pdf_url":null,"source":{"id":"https://openalex.org/S131231701","display_name":"ACM Transactions on the Web","issn_l":"1559-1131","issn":["1559-1131","1559-114X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on the Web","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1501825524","https://openalex.org/W1502487903","https://openalex.org/W1967011128","https://openalex.org/W1982076499","https://openalex.org/W2026090208","https://openalex.org/W2030762751","https://openalex.org/W2040938924","https://openalex.org/W2042123098","https://openalex.org/W2047311061","https://openalex.org/W2047514787","https://openalex.org/W2056609785","https://openalex.org/W2058486861","https://openalex.org/W2061820396","https://openalex.org/W2096423888","https://openalex.org/W2108858998","https://openalex.org/W2137096596","https://openalex.org/W2139297408","https://openalex.org/W2141403143","https://openalex.org/W2152126085","https://openalex.org/W2158204848","https://openalex.org/W2171810970","https://openalex.org/W2255004482","https://openalex.org/W2291247738","https://openalex.org/W2317183629","https://openalex.org/W2395439732","https://openalex.org/W2473555522","https://openalex.org/W2594902547","https://openalex.org/W2610922577","https://openalex.org/W2786634640","https://openalex.org/W2917127561","https://openalex.org/W2954566102","https://openalex.org/W2980963255","https://openalex.org/W3099496672","https://openalex.org/W3122282375","https://openalex.org/W3175973461","https://openalex.org/W3176374646"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2140040229","https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W4386753623"],"abstract_inverted_index":{"Aggression":[0],"in":[1,19,28,64,86,127,218,228,256],"online":[2],"social":[3,129,188],"networks":[4],"has":[5,31],"been":[6],"studied":[7],"mostly":[8],"from":[9,46],"the":[10,24,29,124,128,167,172,202,219,264],"perspective":[11],"of":[12],"machine":[13],"learning,":[14],"which":[15,67,96,208],"detects":[16],"such":[17,149],"behavior":[18],"a":[20,91,179],"static":[21],"context.":[22],"However,":[23],"way":[25],"aggression":[26,44,61,81,97,125,140,197,235,257],"diffuses":[27],"network":[30],"received":[32],"little":[33],"attention":[34],"as":[35,150],"it":[36,57,89],"embeds":[37],"modeling":[38,42,83],"challenges.":[39],"In":[40,76],"fact,":[41],"how":[43,134],"propagates":[45],"one":[47],"user":[48,73,183],"to":[49,69,122,174,195,206,224,241,263],"another":[50],"is":[51,90,164],"an":[52],"important":[53],"research":[54],"topic,":[55],"since":[56,88],"can":[58,138,253],"enable":[59],"effective":[60],"monitoring,":[62],"especially":[63],"media":[65],"platforms,":[66],"up":[68,223],"now":[70],"apply":[71],"simplistic":[72],"blocking":[74,265],"techniques.":[75],"this":[77,229],"article,":[78],"we":[79,233],"address":[80],"propagation":[82,141],"and":[84,116,160,191,221,243,250],"minimization":[85,236],"Twitter,":[87],"popular":[92],"microblogging":[93],"platform":[94],"at":[95],"had":[98],"several":[99],"onsets.":[100],"We":[101,131,199,246],"propose":[102],"various":[103],"methods":[104],"building":[105],"on":[106,186],"two":[107],"well-known":[108],"diffusion":[109],"models,":[110],"Independent":[111],"Cascade":[112],"(":[113,119],"IC":[114,249],")":[115],"Linear":[117],"Threshold":[118],"LT":[120,251],"),":[121],"study":[123],"evolution":[126],"network.":[130],"experimentally":[132],"investigate":[133,234],"well":[135],"each":[136],"method":[137],"model":[139],"using":[142],"real":[143,210],"Twitter":[144],"data,":[145],"while":[146],"varying":[147],"parameters,":[148],"seed":[151,176],"users":[152,177,193,211],"selection,":[153],"graph":[154],"edge":[155],"weighting,":[156],"users\u2019":[157],"activation":[158],"timing,":[159],"so":[161],"on.":[162],"It":[163],"found":[165],"that":[166,248],"best":[168,203],"performing":[169,204],"strategies":[170],"are":[171],"ones":[173],"select":[175],"with":[178],"degree-based":[180],"approach,":[181],"weigh":[182],"edges":[184],"based":[185],"their":[187,196],"circles\u2019":[189],"overlaps,":[190],"activate":[192],"according":[194],"levels.":[198],"further":[200],"employ":[201],"models":[205,252],"predict":[207],"ordinary":[209],"could":[212],"become":[213],"aggressive":[214],"(and":[215],"vice":[216],"versa)":[217],"future,":[220],"achieve":[222],"AUC":[225],"=":[226],"0.89":[227],"prediction":[230],"task.":[231],"Finally,":[232],"by":[237,269],"launching":[238],"competitive":[239],"cascades":[240],"\u201cinform\u201d":[242],"\u201cheal\u201d":[244],"aggressors.":[245],"show":[247],"be":[254],"used":[255],"minimization,":[258],"providing":[259],"less":[260],"intrusive":[261],"alternatives":[262],"techniques":[266],"currently":[267],"employed":[268],"Twitter.":[270]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}